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Neuromuscular disease genetics in under-represented populations: increasing data diversity
Neuromuscular diseases (NMDs) affect ∼15 million people globally. In high income settings DNA-based diagnosis has transformed care pathways and led to gene-specific therapies. However, most affected families are in low-to-middle income countries (LMICs) with limited access to DNA-based diagnosis. Mo...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10690022/ https://www.ncbi.nlm.nih.gov/pubmed/37516995 http://dx.doi.org/10.1093/brain/awad254 |
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author | Wilson, Lindsay A Macken, William L Perry, Luke D Record, Christopher J Schon, Katherine R Frezatti, Rodrigo S S Raga, Sharika Naidu, Kireshnee Köken, Özlem Yayıcı Polat, Ipek Kapapa, Musambo M Dominik, Natalia Efthymiou, Stephanie Morsy, Heba Nel, Melissa Fassad, Mahmoud R Gao, Fei Patel, Krutik Schoonen, Maryke Bisschoff, Michelle Vorster, Armand Jonvik, Hallgeir Human, Ronel Lubbe, Elsa Nonyane, Malebo Vengalil, Seena Nashi, Saraswati Srivastava, Kosha Lemmers, Richard J L F Reyaz, Alisha Mishra, Rinkle Töpf, Ana Trainor, Christina I Steyn, Elizabeth C Mahungu, Amokelani C van der Vliet, Patrick J Ceylan, Ahmet Cevdet Hiz, A Semra Çavdarlı, Büşranur Semerci Gündüz, C Nur Ceylan, Gülay Güleç Nagappa, Madhu Tallapaka, Karthik B Govindaraj, Periyasamy van der Maarel, Silvère M Narayanappa, Gayathri Nandeesh, Bevinahalli N Wa Somwe, Somwe Bearden, David R Kvalsund, Michelle P Ramdharry, Gita M Oktay, Yavuz Yiş, Uluç Topaloğlu, Haluk Sarkozy, Anna Bugiardini, Enrico Henning, Franclo Wilmshurst, Jo M Heckmann, Jeannine M McFarland, Robert Taylor, Robert W Smuts, Izelle van der Westhuizen, Francois H Sobreira, Claudia Ferreira da Rosa Tomaselli, Pedro J Marques, Wilson Bhatia, Rohit Dalal, Ashwin Srivastava, M V Padma Yareeda, Sireesha Nalini, Atchayaram Vishnu, Venugopalan Y Thangaraj, Kumarasamy Straub, Volker Horvath, Rita Chinnery, Patrick F Pitceathly, Robert D S Muntoni, Francesco Houlden, Henry Vandrovcova, Jana Reilly, Mary M Hanna, Michael G |
author_facet | Wilson, Lindsay A Macken, William L Perry, Luke D Record, Christopher J Schon, Katherine R Frezatti, Rodrigo S S Raga, Sharika Naidu, Kireshnee Köken, Özlem Yayıcı Polat, Ipek Kapapa, Musambo M Dominik, Natalia Efthymiou, Stephanie Morsy, Heba Nel, Melissa Fassad, Mahmoud R Gao, Fei Patel, Krutik Schoonen, Maryke Bisschoff, Michelle Vorster, Armand Jonvik, Hallgeir Human, Ronel Lubbe, Elsa Nonyane, Malebo Vengalil, Seena Nashi, Saraswati Srivastava, Kosha Lemmers, Richard J L F Reyaz, Alisha Mishra, Rinkle Töpf, Ana Trainor, Christina I Steyn, Elizabeth C Mahungu, Amokelani C van der Vliet, Patrick J Ceylan, Ahmet Cevdet Hiz, A Semra Çavdarlı, Büşranur Semerci Gündüz, C Nur Ceylan, Gülay Güleç Nagappa, Madhu Tallapaka, Karthik B Govindaraj, Periyasamy van der Maarel, Silvère M Narayanappa, Gayathri Nandeesh, Bevinahalli N Wa Somwe, Somwe Bearden, David R Kvalsund, Michelle P Ramdharry, Gita M Oktay, Yavuz Yiş, Uluç Topaloğlu, Haluk Sarkozy, Anna Bugiardini, Enrico Henning, Franclo Wilmshurst, Jo M Heckmann, Jeannine M McFarland, Robert Taylor, Robert W Smuts, Izelle van der Westhuizen, Francois H Sobreira, Claudia Ferreira da Rosa Tomaselli, Pedro J Marques, Wilson Bhatia, Rohit Dalal, Ashwin Srivastava, M V Padma Yareeda, Sireesha Nalini, Atchayaram Vishnu, Venugopalan Y Thangaraj, Kumarasamy Straub, Volker Horvath, Rita Chinnery, Patrick F Pitceathly, Robert D S Muntoni, Francesco Houlden, Henry Vandrovcova, Jana Reilly, Mary M Hanna, Michael G |
author_sort | Wilson, Lindsay A |
collection | PubMed |
description | Neuromuscular diseases (NMDs) affect ∼15 million people globally. In high income settings DNA-based diagnosis has transformed care pathways and led to gene-specific therapies. However, most affected families are in low-to-middle income countries (LMICs) with limited access to DNA-based diagnosis. Most (86%) published genetic data is derived from European ancestry. This marked genetic data inequality hampers understanding of genetic diversity and hinders accurate genetic diagnosis in all income settings. We developed a cloud-based transcontinental partnership to build diverse, deeply-phenotyped and genetically characterized cohorts to improve genetic architecture knowledge, and potentially advance diagnosis and clinical management. We connected 18 centres in Brazil, India, South Africa, Turkey, Zambia, Netherlands and the UK. We co-developed a cloud-based data solution and trained 17 international neurology fellows in clinical genomic data interpretation. Single gene and whole exome data were analysed via a bespoke bioinformatics pipeline and reviewed alongside clinical and phenotypic data in global webinars to inform genetic outcome decisions. We recruited 6001 participants in the first 43 months. Initial genetic analyses ‘solved’ or ‘possibly solved’ ∼56% probands overall. In-depth genetic data review of the four commonest clinical categories (limb girdle muscular dystrophy, inherited peripheral neuropathies, congenital myopathy/muscular dystrophies and Duchenne/Becker muscular dystrophy) delivered a ∼59% ‘solved’ and ∼13% ‘possibly solved’ outcome. Almost 29% of disease causing variants were novel, increasing diverse pathogenic variant knowledge. Unsolved participants represent a new discovery cohort. The dataset provides a large resource from under-represented populations for genetic and translational research. In conclusion, we established a remote transcontinental partnership to assess genetic architecture of NMDs across diverse populations. It supported DNA-based diagnosis, potentially enabling genetic counselling, care pathways and eligibility for gene-specific trials. Similar virtual partnerships could be adopted by other areas of global genomic neurological practice to reduce genetic data inequality and benefit patients globally. |
format | Online Article Text |
id | pubmed-10690022 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-106900222023-12-02 Neuromuscular disease genetics in under-represented populations: increasing data diversity Wilson, Lindsay A Macken, William L Perry, Luke D Record, Christopher J Schon, Katherine R Frezatti, Rodrigo S S Raga, Sharika Naidu, Kireshnee Köken, Özlem Yayıcı Polat, Ipek Kapapa, Musambo M Dominik, Natalia Efthymiou, Stephanie Morsy, Heba Nel, Melissa Fassad, Mahmoud R Gao, Fei Patel, Krutik Schoonen, Maryke Bisschoff, Michelle Vorster, Armand Jonvik, Hallgeir Human, Ronel Lubbe, Elsa Nonyane, Malebo Vengalil, Seena Nashi, Saraswati Srivastava, Kosha Lemmers, Richard J L F Reyaz, Alisha Mishra, Rinkle Töpf, Ana Trainor, Christina I Steyn, Elizabeth C Mahungu, Amokelani C van der Vliet, Patrick J Ceylan, Ahmet Cevdet Hiz, A Semra Çavdarlı, Büşranur Semerci Gündüz, C Nur Ceylan, Gülay Güleç Nagappa, Madhu Tallapaka, Karthik B Govindaraj, Periyasamy van der Maarel, Silvère M Narayanappa, Gayathri Nandeesh, Bevinahalli N Wa Somwe, Somwe Bearden, David R Kvalsund, Michelle P Ramdharry, Gita M Oktay, Yavuz Yiş, Uluç Topaloğlu, Haluk Sarkozy, Anna Bugiardini, Enrico Henning, Franclo Wilmshurst, Jo M Heckmann, Jeannine M McFarland, Robert Taylor, Robert W Smuts, Izelle van der Westhuizen, Francois H Sobreira, Claudia Ferreira da Rosa Tomaselli, Pedro J Marques, Wilson Bhatia, Rohit Dalal, Ashwin Srivastava, M V Padma Yareeda, Sireesha Nalini, Atchayaram Vishnu, Venugopalan Y Thangaraj, Kumarasamy Straub, Volker Horvath, Rita Chinnery, Patrick F Pitceathly, Robert D S Muntoni, Francesco Houlden, Henry Vandrovcova, Jana Reilly, Mary M Hanna, Michael G Brain Original Article Neuromuscular diseases (NMDs) affect ∼15 million people globally. In high income settings DNA-based diagnosis has transformed care pathways and led to gene-specific therapies. However, most affected families are in low-to-middle income countries (LMICs) with limited access to DNA-based diagnosis. Most (86%) published genetic data is derived from European ancestry. This marked genetic data inequality hampers understanding of genetic diversity and hinders accurate genetic diagnosis in all income settings. We developed a cloud-based transcontinental partnership to build diverse, deeply-phenotyped and genetically characterized cohorts to improve genetic architecture knowledge, and potentially advance diagnosis and clinical management. We connected 18 centres in Brazil, India, South Africa, Turkey, Zambia, Netherlands and the UK. We co-developed a cloud-based data solution and trained 17 international neurology fellows in clinical genomic data interpretation. Single gene and whole exome data were analysed via a bespoke bioinformatics pipeline and reviewed alongside clinical and phenotypic data in global webinars to inform genetic outcome decisions. We recruited 6001 participants in the first 43 months. Initial genetic analyses ‘solved’ or ‘possibly solved’ ∼56% probands overall. In-depth genetic data review of the four commonest clinical categories (limb girdle muscular dystrophy, inherited peripheral neuropathies, congenital myopathy/muscular dystrophies and Duchenne/Becker muscular dystrophy) delivered a ∼59% ‘solved’ and ∼13% ‘possibly solved’ outcome. Almost 29% of disease causing variants were novel, increasing diverse pathogenic variant knowledge. Unsolved participants represent a new discovery cohort. The dataset provides a large resource from under-represented populations for genetic and translational research. In conclusion, we established a remote transcontinental partnership to assess genetic architecture of NMDs across diverse populations. It supported DNA-based diagnosis, potentially enabling genetic counselling, care pathways and eligibility for gene-specific trials. Similar virtual partnerships could be adopted by other areas of global genomic neurological practice to reduce genetic data inequality and benefit patients globally. Oxford University Press 2023-07-30 /pmc/articles/PMC10690022/ /pubmed/37516995 http://dx.doi.org/10.1093/brain/awad254 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the Guarantors of Brain. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Wilson, Lindsay A Macken, William L Perry, Luke D Record, Christopher J Schon, Katherine R Frezatti, Rodrigo S S Raga, Sharika Naidu, Kireshnee Köken, Özlem Yayıcı Polat, Ipek Kapapa, Musambo M Dominik, Natalia Efthymiou, Stephanie Morsy, Heba Nel, Melissa Fassad, Mahmoud R Gao, Fei Patel, Krutik Schoonen, Maryke Bisschoff, Michelle Vorster, Armand Jonvik, Hallgeir Human, Ronel Lubbe, Elsa Nonyane, Malebo Vengalil, Seena Nashi, Saraswati Srivastava, Kosha Lemmers, Richard J L F Reyaz, Alisha Mishra, Rinkle Töpf, Ana Trainor, Christina I Steyn, Elizabeth C Mahungu, Amokelani C van der Vliet, Patrick J Ceylan, Ahmet Cevdet Hiz, A Semra Çavdarlı, Büşranur Semerci Gündüz, C Nur Ceylan, Gülay Güleç Nagappa, Madhu Tallapaka, Karthik B Govindaraj, Periyasamy van der Maarel, Silvère M Narayanappa, Gayathri Nandeesh, Bevinahalli N Wa Somwe, Somwe Bearden, David R Kvalsund, Michelle P Ramdharry, Gita M Oktay, Yavuz Yiş, Uluç Topaloğlu, Haluk Sarkozy, Anna Bugiardini, Enrico Henning, Franclo Wilmshurst, Jo M Heckmann, Jeannine M McFarland, Robert Taylor, Robert W Smuts, Izelle van der Westhuizen, Francois H Sobreira, Claudia Ferreira da Rosa Tomaselli, Pedro J Marques, Wilson Bhatia, Rohit Dalal, Ashwin Srivastava, M V Padma Yareeda, Sireesha Nalini, Atchayaram Vishnu, Venugopalan Y Thangaraj, Kumarasamy Straub, Volker Horvath, Rita Chinnery, Patrick F Pitceathly, Robert D S Muntoni, Francesco Houlden, Henry Vandrovcova, Jana Reilly, Mary M Hanna, Michael G Neuromuscular disease genetics in under-represented populations: increasing data diversity |
title | Neuromuscular disease genetics in under-represented populations: increasing data diversity |
title_full | Neuromuscular disease genetics in under-represented populations: increasing data diversity |
title_fullStr | Neuromuscular disease genetics in under-represented populations: increasing data diversity |
title_full_unstemmed | Neuromuscular disease genetics in under-represented populations: increasing data diversity |
title_short | Neuromuscular disease genetics in under-represented populations: increasing data diversity |
title_sort | neuromuscular disease genetics in under-represented populations: increasing data diversity |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10690022/ https://www.ncbi.nlm.nih.gov/pubmed/37516995 http://dx.doi.org/10.1093/brain/awad254 |
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